Pandas Profiling Report

Dataset info

Number of variables	65
Number of observations	10503
Missing cells	9888 (1.4%)
Duplicate rows	87 (0.8%)
Total size in memory	5.2 MiB
Average record size in memory	520.0 B

Variables types

Numeric	38
Categorical	0
Boolean	1
Date	0
URL	0
Text (Unique)	0
Rejected	26
Unsupported	0

Warnings

Dataset has 87 (0.8%) duplicate rows	Warning
`X1` is highly skewed (γ1 = 51.97174974)	Skewed
`X10` is highly skewed (γ1 = -71.53233878)	Skewed
`X11` is highly correlated with `X1` (ρ = 0.9890354987)	Rejected
`X12` is highly skewed (γ1 = 63.80065071)	Skewed
`X13` is highly skewed (γ1 = 95.39993809)	Skewed
`X14` is highly correlated with `X11` (ρ = 0.9906742304)	Rejected
`X15` is highly skewed (γ1 = 78.01677588)	Skewed
`X16` is highly correlated with `X12` (ρ = 0.9889031604)	Rejected
`X17` is highly skewed (γ1 = 56.86345384)	Skewed
`X18` is highly skewed (γ1 = 49.39102672)	Skewed
`X19` is highly skewed (γ1 = -55.99039915)	Skewed
`X2` is highly skewed (γ1 = 71.59601917)	Skewed
`X20` is highly skewed (γ1 = 72.00940147)	Skewed
`X20` has 557 (5.3%) zeros	Zeros
`X21` is highly skewed (γ1 = 96.51744012)	Skewed
`X21` has 807 (7.7%) missing values	Missing
`X22` is highly correlated with `X14` (ρ = 0.944664259)	Rejected
`X23` is highly correlated with `X19` (ρ = 0.9986134285)	Rejected
`X24` is highly skewed (γ1 = 58.74031499)	Skewed
`X24` has 227 (2.2%) missing values	Missing
`X25` is highly correlated with `X10` (ρ = 0.9958982061)	Rejected
`X26` is highly correlated with `X16` (ρ = 0.9985982128)	Rejected
`X27` is highly skewed (γ1 = 58.57875078)	Skewed
`X27` has 722 (6.9%) zeros	Zeros
`X27` has 715 (6.8%) missing values	Missing
`X28` is highly skewed (γ1 = 40.28119243)	Skewed
`X28` has 228 (2.2%) missing values	Missing
`X3` is highly correlated with `X25` (ρ = 0.9940513882)	Rejected
`X30` is highly skewed (γ1 = -58.69119533)	Skewed
`X31` is highly correlated with `X23` (ρ = 0.9858336534)	Rejected
`X32` is highly skewed (γ1 = 91.09697259)	Skewed
`X33` is highly skewed (γ1 = 49.97140962)	Skewed
`X34` is highly skewed (γ1 = 75.07516596)	Skewed
`X35` is highly correlated with `X22` (ρ = 0.96730615)	Rejected
`X36` is highly skewed (γ1 = 31.60676251)	Skewed
`X37` is highly skewed (γ1 = 50.65384594)	Skewed
`X37` has 4736 (45.1%) missing values	Missing
`X38` is highly correlated with `X3` (ρ = 0.9984150845)	Rejected
`X39` is highly skewed (γ1 = -52.58287378)	Skewed
`X4` is highly skewed (γ1 = 101.305786)	Skewed
`X40` is highly skewed (γ1 = 53.74957521)	Skewed
`X41` is highly skewed (γ1 = 101.4831986)	Skewed
`X41` has 202 (1.9%) missing values	Missing
`X42` is highly correlated with `X31` (ρ = 0.9531675257)	Rejected
`X43` is highly skewed (γ1 = 61.55641863)	Skewed
`X44` is highly correlated with `X43` (ρ = 0.9515052498)	Rejected
`X45` is highly skewed (γ1 = 39.39154083)	Skewed
`X45` has 591 (5.6%) missing values	Missing
`X46` is highly correlated with `X4` (ρ = 0.9999329858)	Rejected
`X47` is highly correlated with `X32` (ρ = 0.9539983216)	Rejected
`X48` is highly correlated with `X22` (ρ = 0.9269619262)	Rejected
`X49` is highly correlated with `X42` (ρ = 0.9954364121)	Rejected
`X5` is highly skewed (γ1 = -96.85758242)	Skewed
`X50` is highly correlated with `X46` (ρ = 0.9987746586)	Rejected
`X51` is highly correlated with `X2` (ρ = 0.9986580653)	Rejected
`X52` is highly correlated with `X47` (ρ = 0.9145646266)	Rejected
`X53` is highly correlated with `X28` (ρ = 0.9406444007)	Rejected
`X54` is highly correlated with `X53` (ρ = 0.9459039454)	Rejected
`X55` is highly skewed (γ1 = 29.09865781)	Skewed
`X56` is highly skewed (γ1 = -100.5592068)	Skewed
`X57` is highly skewed (γ1 = -63.74613198)	Skewed
`X57` has 117 (1.1%) zeros	Zeros
`X58` is highly skewed (γ1 = 85.99569633)	Skewed
`X59` is highly skewed (γ1 = 92.56802622)	Skewed
`X59` has 4739 (45.1%) zeros	Zeros
`X6` is highly correlated with `X38` (ρ = 0.9854792232)	Rejected
`X60` is highly skewed (γ1 = 96.55011193)	Skewed
`X60` has 592 (5.6%) missing values	Missing
`X61` is highly skewed (γ1 = 37.13976548)	Skewed
`X62` is highly correlated with `X30` (ρ = 0.9901782546)	Rejected
`X63` is highly skewed (γ1 = 36.05340839)	Skewed
`X64` is highly skewed (γ1 = 31.96775366)	Skewed
`X64` has 228 (2.2%) missing values	Missing
`X7` is highly correlated with `X22` (ρ = 0.9446656615)	Rejected
`X8` is highly correlated with `X17` (ρ = 0.9991690446)	Rejected
`X9` is highly skewed (γ1 = 89.23915209)	Skewed

X1
Numeric

Distinct count	9948
Unique (%)	94.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.05284445717
Minimum	-17.692
Maximum	52.652
Zeros (%)	0.6%

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Quantile statistics

Minimum	-17.692
5-th percentile	-0.227064
Q1	0.00068604
Median	0.043034
Q3	0.123805
95-th percentile	0.326537
Maximum	52.652
Range	70.344
Interquartile range	0.12311896

Descriptive statistics

Standard deviation	0.6477968151
Coef of variation	12.25855747
Kurtosis	4301.553128
Mean	0.05284445717
MAD	0.1343071535
Skewness	51.97174974
Sum	555.0253337
Variance	0.4196407136
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-17.692 -3.2527 -1.21085 -0.700435 -0.376795 ... 0.5758 0.80315 1.3745 3.5954 52.652 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	62	0.6%
0.16259	4	< 0.1%
0.11142	4	< 0.1%
-0.12614	3	< 0.1%
0.10337	3	< 0.1%
0.13277	3	< 0.1%
0.015884	3	< 0.1%
0.13084	3	< 0.1%
0.15951	3	< 0.1%
0.12714	3	< 0.1%
Other values (9938)	10412	99.1%

Minimum 5 values

Value	Count	Frequency (%)
-17.692	1	< 0.1%
-9.7437	1	< 0.1%
-6.4535	1	< 0.1%
-5.3527	1	< 0.1%
-3.9413	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
52.652	1	< 0.1%
20.481	1	< 0.1%
10.503	1	< 0.1%
7.3688	1	< 0.1%
4.0753	1	< 0.1%

X10
Numeric

Distinct count	9829
Unique (%)	93.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.3660925364
Minimum	-479.73
Maximum	11.837
Zeros (%)	0.0%

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Quantile statistics

Minimum	-479.73
5-th percentile	-0.0614691
Q1	0.29734
Median	0.5155
Q3	0.725635
95-th percentile	0.919516
Maximum	11.837
Range	491.567
Interquartile range	0.428295

Descriptive statistics

Standard deviation	6.428603235
Coef of variation	17.56004997
Kurtosis	5172.370979
Mean	0.3660925364
MAD	0.3979589691
Skewness	-71.53233878
Sum	3845.06991
Variance	41.32693955
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-479.73 -15.655 -3.8824 -1.88 -0.923915 ... 0.89227 0.94733 0.99999 1.3329 11.837 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	7	0.1%
0.23263	4	< 0.1%
0.64228	4	< 0.1%
0.7352	4	< 0.1%
0.58576	4	< 0.1%
0.68538	3	< 0.1%
0.84994	3	< 0.1%
0.65151	3	< 0.1%
0.76697	3	< 0.1%
0.6711	3	< 0.1%
Other values (9819)	10465	99.6%

Minimum 5 values

Value	Count	Frequency (%)
-479.73	1	< 0.1%
-445.86	1	< 0.1%
-23.905	1	< 0.1%
-15.667	1	< 0.1%
-15.643	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
11.837	1	< 0.1%
8.8345	1	< 0.1%
5.6675	1	< 0.1%
3.2706	1	< 0.1%
2.0661	1	< 0.1%

X11
Highly correlated

This variable is highly correlated with X1 and should be ignored for analysis

Correlation	0.9890354987

X12
Numeric

Distinct count	10081
Unique (%)	96.0%
Missing (%)	0.2%
Missing (n)	18
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.411266181
Minimum	-1543.8
Maximum	8259.4
Zeros (%)	< 0.1%

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Quantile statistics

Minimum	-1543.8
5-th percentile	-0.613102
Q1	0.0061831
Median	0.15588
Q3	0.57034
95-th percentile	2.73996
Maximum	8259.4
Range	9803.2
Interquartile range	0.5641569

Descriptive statistics

Standard deviation	111.4596421
Coef of variation	46.22452842
Kurtosis	4406.333961
Mean	2.411266181
MAD	4.741818362
Skewness	63.80065071
Sum	25282.12591
Variance	12423.25182
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	4	< 0.1%
0.19908	3	< 0.1%
0.13053	3	< 0.1%
0.72518	3	< 0.1%
-0.1851	3	< 0.1%
0.22044	3	< 0.1%
0.22471	3	< 0.1%
0.11017	3	< 0.1%
0.15576	3	< 0.1%
0.18343	3	< 0.1%
Other values (10070)	10454	99.5%
(Missing)	18	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-1543.8	1	< 0.1%
-274.57	1	< 0.1%
-204.3	1	< 0.1%
-193.1	1	< 0.1%
-110.6	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8259.4	1	< 0.1%
7022.6	1	< 0.1%
2529.3	1	< 0.1%
1612	1	< 0.1%
648.07	1	< 0.1%

X13
Numeric

Distinct count	9858
Unique (%)	93.9%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.3765626875
Minimum	-631.71
Maximum	4972
Zeros (%)	0.1%

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Quantile statistics

Minimum	-631.71
5-th percentile	-0.1461685
Q1	0.0207395
Median	0.0664325
Q3	0.1336125
95-th percentile	0.3170325
Maximum	4972
Range	5603.71
Interquartile range	0.112873

Descriptive statistics

Standard deviation	49.67554985
Coef of variation	131.9184069
Kurtosis	9600.491627
Mean	0.3765626875
MAD	1.059917446
Skewness	95.39993809
Sum	3938.845712
Variance	2467.660253
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	6	0.1%
0.11698	5	< 0.1%
0.10322	4	< 0.1%
0.16642	4	< 0.1%
0.10021	4	< 0.1%
0.12051	3	< 0.1%
0.1584	3	< 0.1%
0.10108	3	< 0.1%
0.10987	3	< 0.1%
0.12809	3	< 0.1%
Other values (9847)	10422	99.2%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-631.71	1	< 0.1%
-557.01	1	< 0.1%
-550.47	1	< 0.1%
-118.96	2	< 0.1%
-116.59	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4972	1	< 0.1%
110.99	1	< 0.1%
64.035	1	< 0.1%
60.43	2	< 0.1%
45.11	1	< 0.1%

X14
Highly correlated

This variable is highly correlated with X11 and should be ignored for analysis

Correlation	0.9906742304

X15
Numeric

Distinct count	10029
Unique (%)	95.5%
Missing (%)	0.1%
Missing (n)	8
Infinite (%)	0.0%
Infinite (n)	0

Mean	3004.332479
Minimum	-2321800
Maximum	10236000
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-2321800
5-th percentile	-4625.29
Q1	186.595
Median	805.69
Q3	2187.1
95-th percentile	9171.37
Maximum	10236000
Range	12557800
Interquartile range	2000.505

Descriptive statistics

Standard deviation	109198.1196
Coef of variation	36.3468825
Kurtosis	7379.882657
Mean	3004.332479
MAD	7350.1596
Skewness	78.01677588
Sum	31530469.37
Variance	1.192422933e+10
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	8	0.1%
2293.5	3	< 0.1%
1112.4	3	< 0.1%
1105.1	3	< 0.1%
429.52	3	< 0.1%
1973.3	3	< 0.1%
1363.4	3	< 0.1%
667.72	3	< 0.1%
1093.7	3	< 0.1%
346.66	3	< 0.1%
Other values (10018)	10460	99.6%
(Missing)	8	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-2321800	1	< 0.1%
-1204100	1	< 0.1%
-899690	1	< 0.1%
-697480	1	< 0.1%
-602360	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10236000	1	< 0.1%
1383500	1	< 0.1%
1379200	1	< 0.1%
1331700	1	< 0.1%
1044200	1	< 0.1%

X16
Highly correlated

This variable is highly correlated with X12 and should be ignored for analysis

Correlation	0.9889031604

X17
Numeric

Distinct count	9210
Unique (%)	87.7%
Missing (%)	0.1%
Missing (n)	14
Infinite (%)	0.0%
Infinite (n)	0

Mean	20.51153947
Minimum	-0.043411
Maximum	53433
Zeros (%)	0.0%

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Quantile statistics

Minimum	-0.043411
5-th percentile	0.949602
Q1	1.4492
Median	2.1525
Q3	3.9243
95-th percentile	13.7802
Maximum	53433
Range	53433.04341
Interquartile range	2.4751

Descriptive statistics

Standard deviation	721.8127658
Coef of variation	35.19057001
Kurtosis	3574.405057
Mean	20.51153947
MAD	33.58879682
Skewness	56.86345384
Sum	215145.5375
Variance	521013.6689
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1.2411	4	< 0.1%
1.4143	4	< 0.1%
1.7101	4	< 0.1%
1.3854	4	< 0.1%
1.1745	4	< 0.1%
1.2256	4	< 0.1%
1.4798	4	< 0.1%
1.5751	4	< 0.1%
2.2605	4	< 0.1%
2.2081	4	< 0.1%
Other values (9199)	10449	99.5%
(Missing)	14	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-0.043411	1	< 0.1%
0.0020802	1	< 0.1%
0.0022377	1	< 0.1%
0.040152	1	< 0.1%
0.059992	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
53433	1	< 0.1%
29642	2	< 0.1%
26382	1	< 0.1%
11491	1	< 0.1%
2781.8	1	< 0.1%

X18
Numeric

Distinct count	9987
Unique (%)	95.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.07073920282
Minimum	-17.692
Maximum	53.689
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-17.692
5-th percentile	-0.227251
Q1	0.0021313
Median	0.050953
Q3	0.142285
95-th percentile	0.358768
Maximum	53.689
Range	71.381
Interquartile range	0.1401537

Descriptive statistics

Standard deviation	0.8353284628
Coef of variation	11.80856483
Kurtosis	3169.12498
Mean	0.07073920282
MAD	0.1504410429
Skewness	49.39102672
Sum	742.9738472
Variance	0.6977736408
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-17.692 -3.2527 -1.21085 -0.701505 -0.432055 ... 0.70576 0.87882 1.33635 2.80645 53.689 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	11	0.1%
0.13838	4	< 0.1%
0.11525	4	< 0.1%
0.13138	3	< 0.1%
0.19938	3	< 0.1%
0.1745	3	< 0.1%
0.30805	3	< 0.1%
0.01222	3	< 0.1%
0.10838	3	< 0.1%
0.16319	3	< 0.1%
Other values (9977)	10463	99.6%

Minimum 5 values

Value	Count	Frequency (%)
-17.692	1	< 0.1%
-9.7437	1	< 0.1%
-6.4535	1	< 0.1%
-5.3527	1	< 0.1%
-3.9413	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
53.689	1	< 0.1%
52.652	1	< 0.1%
20.481	1	< 0.1%
10.503	1	< 0.1%
7.3688	1	< 0.1%

X19
Numeric

Distinct count	10000
Unique (%)	95.2%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.1707779781
Minimum	-771.65
Maximum	123.94
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-771.65
5-th percentile	-0.201201
Q1	0.001647925
Median	0.032117
Q3	0.0875825
95-th percentile	0.2289285
Maximum	123.94
Range	895.59
Interquartile range	0.085934575

Descriptive statistics

Standard deviation	11.21020088
Coef of variation	-65.64195809
Kurtosis	3392.863396
Mean	-0.1707779781
MAD	0.5124565529
Skewness	-55.99039915
Sum	-1786.337651
Variance	125.6686038
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	9	0.1%
0.11664	5	< 0.1%
0.10826	5	< 0.1%
0.12145	4	< 0.1%
0.027272	3	< 0.1%
-0.11786	3	< 0.1%
0.11235	3	< 0.1%
0.11675	3	< 0.1%
0.14033	3	< 0.1%
0.014901	3	< 0.1%
Other values (9989)	10419	99.2%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-771.65	1	< 0.1%
-576.12	1	< 0.1%
-555.94	1	< 0.1%
-121.21	2	< 0.1%
-116.59	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
123.94	1	< 0.1%
60.43	2	< 0.1%
45.11	1	< 0.1%
45.081	1	< 0.1%
16.761	1	< 0.1%

X2
Numeric

Distinct count	9806
Unique (%)	93.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.6199113234
Minimum	0
Maximum	480.73
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.0713702
Q1	0.253955
Median	0.46414
Q3	0.68933
95-th percentile	1.05269
Maximum	480.73
Range	480.73
Interquartile range	0.435375

Descriptive statistics

Standard deviation	6.427041255
Coef of variation	10.36767843
Kurtosis	5178.423246
Mean	0.6199113234
MAD	0.3978911015
Skewness	71.59601917
Sum	6510.92863
Variance	41.30685929
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[0.00000e+00 9.35750e-06 6.24635e-05 3.12180e-02 7.93830e-02 ... 1.92390e+00 2.88000e+00 4.88240e+00 1.66560e+01 4.80730e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	14	0.1%
0.76737	4	< 0.1%
0.41424	4	< 0.1%
0.14529	3	< 0.1%
0.2816	3	< 0.1%
0.34849	3	< 0.1%
0.58688	3	< 0.1%
0.16502	3	< 0.1%
0.35772	3	< 0.1%
0.15006	3	< 0.1%
Other values (9796)	10460	99.6%

Minimum 5 values

Value	Count	Frequency (%)
0	14	0.1%
1.8715e-05	1	< 0.1%
3.3736e-05	2	< 0.1%
3.7904e-05	1	< 0.1%
8.7023e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
480.73	1	< 0.1%
446.88	1	< 0.1%
24.905	1	< 0.1%
16.669	1	< 0.1%
16.643	1	< 0.1%

X20
Numeric

Distinct count	9349
Unique (%)	89.0%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	68.44853119
Minimum	-0.0014386
Maximum	91600
Zeros (%)	5.3%

Toggle details

Quantile statistics

Minimum	-0.0014386
5-th percentile	0
Q1	14.25375
Median	34.4325
Q3	63.69825
95-th percentile	149.2825
Maximum	91600
Range	91600.00144
Interquartile range	49.4445

Descriptive statistics

Standard deviation	1083.699904
Coef of variation	15.83233248
Kurtosis	5566.603529
Mean	68.44853119
MAD	64.16639703
Skewness	72.00940147
Sum	715971.6362
Variance	1174405.482
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	557	5.3%
84.785	4	< 0.1%
28.231	4	< 0.1%
30.684	4	< 0.1%
25.859	3	< 0.1%
33.024	3	< 0.1%
15.513	3	< 0.1%
13.533	3	< 0.1%
17.59	3	< 0.1%
30.46	3	< 0.1%
Other values (9338)	9873	94.0%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-0.0014386	1	< 0.1%
0	557	5.3%
9.9721e-05	1	< 0.1%
0.0011651	1	< 0.1%
0.0012145	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
91600	1	< 0.1%
55745	1	< 0.1%
26606	1	< 0.1%
5341.9	1	< 0.1%
2493.1	1	< 0.1%

X21
Numeric

Distinct count	7963
Unique (%)	75.8%
Missing (%)	7.7%
Missing (n)	807
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.670724623
Minimum	-1.1075
Maximum	29907
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-1.1075
5-th percentile	0.526405
Q1	0.7966725
Median	0.955035
Q3	1.10565
95-th percentile	1.534425
Maximum	29907
Range	29908.1075
Interquartile range	0.3089775

Descriptive statistics

Standard deviation	305.8972375
Coef of variation	65.49245828
Kurtosis	9422.747986
Mean	4.670724623
MAD	7.351895867
Skewness	96.51744012
Sum	45287.34595
Variance	93573.11992
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	20	0.2%
0	9	0.1%
1.0161	8	0.1%
1.034	7	0.1%
1.0236	7	0.1%
1.0402	6	0.1%
1.0413	6	0.1%
1.0357	6	0.1%
1.0174	6	0.1%
1.1127	6	0.1%
Other values (7952)	9615	91.5%
(Missing)	807	7.7%

Minimum 5 values

Value	Count	Frequency (%)
-1.1075	1	< 0.1%
-0.18636	1	< 0.1%
0	9	0.1%
0.00096744	1	< 0.1%
0.007234	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
29907	1	< 0.1%
3453.2	1	< 0.1%
782.35	1	< 0.1%
466.32	1	< 0.1%
308.29	1	< 0.1%

X22
Highly correlated

This variable is highly correlated with X14 and should be ignored for analysis

Correlation	0.944664259

X23
Highly correlated

This variable is highly correlated with X19 and should be ignored for analysis

Correlation	0.9986134285

X24
Numeric

Distinct count	9798
Unique (%)	93.3%
Missing (%)	2.2%
Missing (n)	227
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2119363417
Minimum	-60.742
Maximum	179.92
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	-60.742
5-th percentile	-0.33877
Q1	0.014938
Median	0.15837
Q3	0.3736725
95-th percentile	0.8717225
Maximum	179.92
Range	240.662
Interquartile range	0.3587345

Descriptive statistics

Standard deviation	2.093845489
Coef of variation	9.879596261
Kurtosis	5405.835464
Mean	0.2119363417
MAD	0.3331378408
Skewness	58.74031499
Sum	2177.857847
Variance	4.384188931
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	20	0.2%
0.29665	4	< 0.1%
0.21176	4	< 0.1%
0.39882	3	< 0.1%
0.69641	3	< 0.1%
0.27641	3	< 0.1%
0.15496	3	< 0.1%
0.15047	3	< 0.1%
0.11736	3	< 0.1%
0.11876	3	< 0.1%
Other values (9787)	10227	97.4%
(Missing)	227	2.2%

Minimum 5 values

Value	Count	Frequency (%)
-60.742	1	< 0.1%
-44.197	1	< 0.1%
-38.572	1	< 0.1%
-9.5538	1	< 0.1%
-9.4236	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
179.92	1	< 0.1%
45.533	1	< 0.1%
25.413	1	< 0.1%
10.573	1	< 0.1%
8.4872	1	< 0.1%

X25
Highly correlated

This variable is highly correlated with X10 and should be ignored for analysis

Correlation	0.9958982061

X26
Highly correlated

This variable is highly correlated with X16 and should be ignored for analysis

Correlation	0.9985982128

X27
Numeric

Distinct count	8765
Unique (%)	83.5%
Missing (%)	6.8%
Missing (n)	715
Infinite (%)	0.0%
Infinite (n)	0

Mean	1185.945272
Minimum	-190130
Maximum	2723000
Zeros (%)	6.9%

Toggle details

Quantile statistics

Minimum	-190130
5-th percentile	-11.11865
Q1	0
Median	1.0669
Q3	4.8143
95-th percentile	132.7065
Maximum	2723000
Range	2913130
Interquartile range	4.8143

Descriptive statistics

Standard deviation	34691.22923
Coef of variation	29.25196469
Kurtosis	4160.321863
Mean	1185.945272
MAD	2440.77665
Skewness	58.57875078
Sum	11608032.33
Variance	1203481385
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	722	6.9%
-10	7	0.1%
1.4999	3	< 0.1%
1.8686	3	< 0.1%
1.0423	3	< 0.1%
4.6532	3	< 0.1%
1.2903	3	< 0.1%
1.1688	3	< 0.1%
1.7648	3	< 0.1%
2.4051	3	< 0.1%
Other values (8754)	9035	86.0%
(Missing)	715	6.8%

Minimum 5 values

Value	Count	Frequency (%)
-190130	1	< 0.1%
-67135	1	< 0.1%
-41119	1	< 0.1%
-26587	1	< 0.1%
-26253	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2723000	1	< 0.1%
1328600	1	< 0.1%
904760	1	< 0.1%
584190	1	< 0.1%
510780	1	< 0.1%

X28
Numeric

Distinct count	9878
Unique (%)	94.0%
Missing (%)	2.2%
Missing (n)	228
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.092884194
Minimum	-690.4
Maximum	6233.3
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-690.4
5-th percentile	-0.650411
Q1	0.0271775
Median	0.45993
Q3	1.56485
95-th percentile	12.0964
Maximum	6233.3
Range	6923.7
Interquartile range	1.5376725

Descriptive statistics

Standard deviation	94.71375327
Coef of variation	15.54497841
Kurtosis	2150.466821
Mean	6.092884194
MAD	10.66051078
Skewness	40.28119243
Sum	62604.3851
Variance	8970.695059
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.22154	3	< 0.1%
0.36398	3	< 0.1%
1.1267	3	< 0.1%
1.1031	3	< 0.1%
0.92094	3	< 0.1%
1.067	3	< 0.1%
0.11196	3	< 0.1%
1.4057	3	< 0.1%
0.26245	3	< 0.1%
1.2517	3	< 0.1%
Other values (9867)	10245	97.5%
(Missing)	228	2.2%

Minimum 5 values

Value	Count	Frequency (%)
-690.4	1	< 0.1%
-447.78	1	< 0.1%
-267.22	1	< 0.1%
-227.08	1	< 0.1%
-199.87	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
6233.3	1	< 0.1%
3149.8	1	< 0.1%
2770	1	< 0.1%
2643.4	1	< 0.1%
2392.9	1	< 0.1%

X29
Numeric

Distinct count	8724
Unique (%)	83.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.921178972
Minimum	-0.35853
Maximum	9.6199
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-0.35853
5-th percentile	2.52202
Q1	3.3932
Median	3.9321
Q3	4.44995
95-th percentile	5.30319
Maximum	9.6199
Range	9.97843
Interquartile range	1.05675

Descriptive statistics

Standard deviation	0.8405278456
Coef of variation	0.2143558995
Kurtosis	0.6883782864
Mean	3.921178972
MAD	0.6543960185
Skewness	-0.03026622326
Sum	41184.14274
Variance	0.7064870593
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-0.35853 0.913645 1.57175 2.02375 2.4365 ... 5.51515 6.07995 6.40695 6.6524 9.6199 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.9209	5	< 0.1%
3.8782	5	< 0.1%
3.4363	4	< 0.1%
3.514	4	< 0.1%
4.3261	4	< 0.1%
3.8836	4	< 0.1%
3.5117	4	< 0.1%
3.7182	4	< 0.1%
4.5321	4	< 0.1%
4.0562	4	< 0.1%
Other values (8714)	10461	99.6%

Minimum 5 values

Value	Count	Frequency (%)
-0.35853	1	< 0.1%
-0.34969	1	< 0.1%
-0.043411	1	< 0.1%
0.056142	1	< 0.1%
0.33985	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9.6199	1	< 0.1%
7.7381	1	< 0.1%
7.5684	1	< 0.1%
7.1447	1	< 0.1%
7.099	1	< 0.1%

X3
Highly correlated

This variable is highly correlated with X25 and should be ignored for analysis

Correlation	0.9940513882

X30
Numeric

Distinct count	9891
Unique (%)	94.2%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.4593460066
Minimum	-6351.7
Maximum	2940.5
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-6351.7
5-th percentile	-0.1615165
Q1	0.07385025
Median	0.216525
Q3	0.42624
95-th percentile	1.21837
Maximum	2940.5
Range	9292.2
Interquartile range	0.35238975

Descriptive statistics

Standard deviation	71.75504244
Coef of variation	156.2113122
Kurtosis	6160.798456
Mean	0.4593460066
MAD	2.013625357
Skewness	-58.69119533
Sum	4804.759229
Variance	5148.786116
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.22582	4	< 0.1%
0.99953	3	< 0.1%
0.32831	3	< 0.1%
0.30646	3	< 0.1%
0.1045	3	< 0.1%
0.14629	3	< 0.1%
0.30445	3	< 0.1%
0.11423	3	< 0.1%
0.12198	3	< 0.1%
0.27366	3	< 0.1%
Other values (9880)	10429	99.3%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-6351.7	1	< 0.1%
-495.41	2	< 0.1%
-293.16	1	< 0.1%
-76.63	1	< 0.1%
-30.877	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2940.5	1	< 0.1%
1372	1	< 0.1%
984	1	< 0.1%
759.25	1	< 0.1%
679.44	1	< 0.1%

X31
Highly correlated

This variable is highly correlated with X23 and should be ignored for analysis

Correlation	0.9858336534

X32
Numeric

Distinct count	9608
Unique (%)	91.5%
Missing (%)	1.0%
Missing (n)	101
Infinite (%)	0.0%
Infinite (n)	0

Mean	1171.669842
Minimum	-9295.6
Maximum	6674200
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	-9295.6
5-th percentile	16.664
Q1	44.719
Median	77.522
Q3	129.185
95-th percentile	326.2705
Maximum	6674200
Range	6683495.6
Interquartile range	84.466

Descriptive statistics

Standard deviation	68412.70291
Coef of variation	58.38906188
Kurtosis	8749.415741
Mean	1171.669842
MAD	2108.611667
Skewness	91.09697259
Sum	12187709.7
Variance	4680297920
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	17	0.2%
115.15	4	< 0.1%
117.59	4	< 0.1%
109.02	4	< 0.1%
120.76	4	< 0.1%
110.32	4	< 0.1%
102.66	4	< 0.1%
124.55	4	< 0.1%
168.69	4	< 0.1%
44.165	3	< 0.1%
Other values (9597)	10350	98.5%
(Missing)	101	1.0%

Minimum 5 values

Value	Count	Frequency (%)
-9295.6	1	< 0.1%
-396.52	1	< 0.1%
-270.71	1	< 0.1%
-0.0022541	1	< 0.1%
0	17	0.2%

Maximum 5 values

Value	Count	Frequency (%)
6674200	1	< 0.1%
1753600	1	< 0.1%
899060	1	< 0.1%
385260	1	< 0.1%
185290	1	< 0.1%

X33
Numeric

Distinct count	9756
Unique (%)	92.9%
Missing (%)	0.2%
Missing (n)	18
Infinite (%)	0.0%
Infinite (n)	0

Mean	8.419886836
Minimum	-1.9219
Maximum	2787.9
Zeros (%)	0.8%

Toggle details

Quantile statistics

Minimum	-1.9219
5-th percentile	0.984486
Q1	2.7859
Median	4.6809
Q3	8.0815
95-th percentile	21.4672
Maximum	2787.9
Range	2789.8219
Interquartile range	5.2956

Descriptive statistics

Standard deviation	37.6967642
Coef of variation	4.477110552
Kurtosis	3252.845996
Mean	8.419886836
MAD	6.884999108
Skewness	49.97140962
Sum	88282.51347
Variance	1421.046031
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	85	0.8%
10.247	5	< 0.1%
11.602	4	< 0.1%
2.1637	4	< 0.1%
3.4463	4	< 0.1%
4.0419	3	< 0.1%
5.0388	3	< 0.1%
2.3727	3	< 0.1%
7.2121	3	< 0.1%
10.528	3	< 0.1%
Other values (9745)	10368	98.7%
(Missing)	18	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-1.9219	1	< 0.1%
-0.9205	1	< 0.1%
-0.039266	1	< 0.1%
-0.0014386	1	< 0.1%
0	85	0.8%

Maximum 5 values

Value	Count	Frequency (%)
2787.9	1	< 0.1%
1696	1	< 0.1%
862.38	1	< 0.1%
708.92	1	< 0.1%
552.79	1	< 0.1%

X34
Numeric

Distinct count	9985
Unique (%)	95.1%
Missing (%)	0.1%
Missing (n)	14
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.398356479
Minimum	-1696
Maximum	6348.5
Zeros (%)	0.8%

Toggle details

Quantile statistics

Minimum	-1696
5-th percentile	-0.0281226
Q1	0.36746
Median	2.0516
Q3	4.7686
95-th percentile	15.4268
Maximum	6348.5
Range	8044.5
Interquartile range	4.40114

Descriptive statistics

Standard deviation	69.03526264
Coef of variation	12.78820006
Kurtosis	6896.398011
Mean	5.398356479
MAD	6.237738206
Skewness	75.07516596
Sum	56623.36111
Variance	4765.867487
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	85	0.8%
1.3986	4	< 0.1%
1.2987	3	< 0.1%
11.375	3	< 0.1%
2.4551	3	< 0.1%
4.7653	3	< 0.1%
4.3255	3	< 0.1%
2.6798	3	< 0.1%
3.6974	3	< 0.1%
10.247	3	< 0.1%
Other values (9974)	10376	98.8%
(Missing)	14	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-1696	1	< 0.1%
-24.465	1	< 0.1%
-15.972	1	< 0.1%
-14.262	1	< 0.1%
-13.05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
6348.5	1	< 0.1%
1960.3	1	< 0.1%
862.38	1	< 0.1%
552.79	1	< 0.1%
549.16	1	< 0.1%

X35
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation	0.96730615

X36
Numeric

Distinct count	9262
Unique (%)	88.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.98124959
Minimum	-8.4465e-05
Maximum	169.5
Zeros (%)	0.3%

Toggle details

Quantile statistics

Minimum	-8.4465e-05
5-th percentile	0.430149
Q1	1.0435
Median	1.5869
Q3	2.38075
95-th percentile	4.44096
Maximum	169.5
Range	169.5000845
Interquartile range	1.33725

Descriptive statistics

Standard deviation	2.630705079
Coef of variation	1.327800945
Kurtosis	1715.42438
Mean	1.98124959
MAD	1.049795466
Skewness	31.60676251
Sum	20809.06445
Variance	6.920609213
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-8.44650e-05 -4.22325e-05 4.00520e-05 1.46395e-03 3.13745e-01 ... 6.77885e+00 9.11100e+00 1.29010e+01 2.01900e+01 1.69500e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	28	0.3%
1.2701	4	< 0.1%
2.122	4	< 0.1%
1.3068	4	< 0.1%
3.4481	4	< 0.1%
1.4343	4	< 0.1%
1.4258	4	< 0.1%
1.5613	4	< 0.1%
1.7227	4	< 0.1%
1.7725	4	< 0.1%
Other values (9252)	10439	99.4%

Minimum 5 values

Value	Count	Frequency (%)
-8.4465e-05	1	< 0.1%
0	28	0.3%
8.0104e-05	1	< 0.1%
9.1452e-05	1	< 0.1%
0.00015936	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
169.5	1	< 0.1%
75.397	1	< 0.1%
64.175	1	< 0.1%
63.482	1	< 0.1%
54.264	1	< 0.1%

X37
Numeric

Distinct count	5559
Unique (%)	52.9%
Missing (%)	45.1%
Missing (n)	4736
Infinite (%)	0.0%
Infinite (n)	0

Mean	102.6976923
Minimum	-2.2009
Maximum	136090
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-2.2009
5-th percentile	0.25446
Q1	1.0386
Median	2.7273
Q3	10.7415
95-th percentile	146.583
Maximum	136090
Range	136092.2009
Interquartile range	9.7029

Descriptive statistics

Standard deviation	2469.447679
Coef of variation	24.04579522
Kurtosis	2664.863752
Mean	102.6976923
MAD	176.4277299
Skewness	50.65384594
Sum	592257.5917
Variance	6098171.841
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1.2474	3	< 0.1%
2.4486	3	< 0.1%
5.1169	3	< 0.1%
1.2082	3	< 0.1%
0.68732	3	< 0.1%
0	3	< 0.1%
2.7642	2	< 0.1%
8.4288	2	< 0.1%
1.0643	2	< 0.1%
1.2218	2	< 0.1%
Other values (5548)	5741	54.7%
(Missing)	4736	45.1%

Minimum 5 values

Value	Count	Frequency (%)
-2.2009	1	< 0.1%
-0.29394	1	< 0.1%
-0.0020003	1	< 0.1%
0	3	< 0.1%
0.0068532	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
136090	1	< 0.1%
123140	1	< 0.1%
19942	1	< 0.1%
16963	1	< 0.1%
16440	1	< 0.1%

X38
Highly correlated

This variable is highly correlated with X3 and should be ignored for analysis

Correlation	0.9984150845

X39
Numeric

Distinct count	9972
Unique (%)	94.9%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.07635543283
Minimum	-551.11
Maximum	293.15
Zeros (%)	0.5%

Toggle details

Quantile statistics

Minimum	-551.11
5-th percentile	-0.1941345
Q1	0.00155655
Median	0.03408
Q3	0.09091825
95-th percentile	0.2267365
Maximum	293.15
Range	844.26
Interquartile range	0.0893617

Descriptive statistics

Standard deviation	8.079334349
Coef of variation	-105.8121741
Kurtosis	3977.452324
Mean	-0.07635543283
MAD	0.3186482949
Skewness	-52.58287378
Sum	-798.6778274
Variance	65.27564353
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	48	0.5%
0.10209	4	< 0.1%
0.012922	4	< 0.1%
-0.10947	3	< 0.1%
0.051954	3	< 0.1%
0.10476	3	< 0.1%
0.018391	3	< 0.1%
0.11272	3	< 0.1%
0.11999	3	< 0.1%
0.10827	3	< 0.1%
Other values (9961)	10383	98.9%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-551.11	1	< 0.1%
-527.95	1	< 0.1%
-76.561	1	< 0.1%
-57.898	1	< 0.1%
-47.107	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
293.15	1	< 0.1%
12.928	1	< 0.1%
4.9902	1	< 0.1%
1.5881	2	< 0.1%
1.2174	1	< 0.1%

X4
Numeric

Distinct count	9426
Unique (%)	89.7%
Missing (%)	0.2%
Missing (n)	18
Infinite (%)	0.0%
Infinite (n)	0

Mean	9.980499133
Minimum	0.0020802
Maximum	53433
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.0020802
5-th percentile	0.48286
Q1	1.0401
Median	1.6056
Q3	2.9595
95-th percentile	10.134
Maximum	53433
Range	53432.99792
Interquartile range	1.9194

Descriptive statistics

Standard deviation	523.6919512
Coef of variation	52.47151913
Kurtosis	10332.64833
Mean	9.980499133
MAD	14.86307128
Skewness	101.305786
Sum	104645.5334
Variance	274253.2597
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1.0213	4	< 0.1%
1.2685	4	< 0.1%
1.2409	4	< 0.1%
1.2081	4	< 0.1%
1.3992	4	< 0.1%
1.0061	4	< 0.1%
1.0684	4	< 0.1%
1.1482	4	< 0.1%
1.2393	4	< 0.1%
1.152	4	< 0.1%
Other values (9415)	10445	99.4%
(Missing)	18	0.2%

Minimum 5 values

Value	Count	Frequency (%)
0.0020802	1	< 0.1%
0.0022377	1	< 0.1%
0.0025223	1	< 0.1%
0.0064679	1	< 0.1%
0.017449	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
53433	1	< 0.1%
3171.7	1	< 0.1%
1812.1	1	< 0.1%
991.19	1	< 0.1%
929.04	1	< 0.1%

X40
Numeric

Distinct count	10033
Unique (%)	95.5%
Missing (%)	0.2%
Missing (n)	18
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.381025694
Minimum	-7.0819
Maximum	2883
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-7.0819
5-th percentile	0.0100504
Q1	0.053666
Median	0.1959
Q3	0.74215
95-th percentile	4.6432
Maximum	2883
Range	2890.0819
Interquartile range	0.688484

Descriptive statistics

Standard deviation	37.81983868
Coef of variation	15.88384316
Kurtosis	3609.394113
Mean	2.381025694
MAD	3.639560283
Skewness	53.74957521
Sum	24965.0544
Variance	1430.340198
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	7	0.1%
0.10429	3	< 0.1%
0.13285	3	< 0.1%
0.11016	3	< 0.1%
0.24851	3	< 0.1%
0.10071	3	< 0.1%
0.06793	3	< 0.1%
0.16173	3	< 0.1%
0.10543	3	< 0.1%
1.1318	3	< 0.1%
Other values (10022)	10451	99.5%
(Missing)	18	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-7.0819	1	< 0.1%
-5.2715	1	< 0.1%
-0.41199	1	< 0.1%
-0.40756	1	< 0.1%
-0.40082	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2883	1	< 0.1%
1637.9	1	< 0.1%
854.76	1	< 0.1%
670.05	1	< 0.1%
654.74	1	< 0.1%

X41
Numeric

Distinct count	9830
Unique (%)	93.6%
Missing (%)	1.9%
Missing (n)	202
Infinite (%)	0.0%
Infinite (n)	0

Mean	28.70717804
Minimum	-667.73
Maximum	288770
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-667.73
5-th percentile	-0.34246
Q1	0.022026
Median	0.079126
Q3	0.1952
95-th percentile	1.0187
Maximum	288770
Range	289437.73
Interquartile range	0.173174

Descriptive statistics

Standard deviation	2845.290346
Coef of variation	99.11424738
Kurtosis	10299.55524
Mean	28.70717804
MAD	57.10134246
Skewness	101.4831986
Sum	295712.641
Variance	8095677.152
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	14	0.1%
0.17051	3	< 0.1%
0.037309	3	< 0.1%
0.14301	3	< 0.1%
0.11667	3	< 0.1%
0.036654	3	< 0.1%
0.15848	3	< 0.1%
0.13987	3	< 0.1%
0.16723	3	< 0.1%
0.10692	3	< 0.1%
Other values (9819)	10260	97.7%
(Missing)	202	1.9%

Minimum 5 values

Value	Count	Frequency (%)
-667.73	1	< 0.1%
-388.7	1	< 0.1%
-216.82	1	< 0.1%
-80.359	1	< 0.1%
-60.848	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
288770	1	< 0.1%
1924.6	1	< 0.1%
789.85	1	< 0.1%
561.72	1	< 0.1%
485.13	1	< 0.1%

X42
Highly correlated

This variable is highly correlated with X31 and should be ignored for analysis

Correlation	0.9531675257

X43
Numeric

Distinct count	9257
Unique (%)	88.1%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	195.3892858
Minimum	-25113
Maximum	254030
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-25113
5-th percentile	26.65885
Q1	65.62725
Median	99.131
Q3	141.4825
95-th percentile	270.1885
Maximum	254030
Range	279143
Interquartile range	75.85525

Descriptive statistics

Standard deviation	3303.309554
Coef of variation	16.90629832
Kurtosis	4158.319874
Mean	195.3892858
MAD	185.2099676
Skewness	61.55641863
Sum	2043771.929
Variance	10911854.01
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	8	0.1%
102.65	7	0.1%
110.51	5	< 0.1%
122.46	5	< 0.1%
102.18	5	< 0.1%
100.47	5	< 0.1%
112.14	4	< 0.1%
125.8	4	< 0.1%
110.63	4	< 0.1%
139.52	4	< 0.1%
Other values (9246)	10409	99.1%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-25113	1	< 0.1%
-52.472	1	< 0.1%
-0.29373	1	< 0.1%
0	8	0.1%
0.15715	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
254030	1	< 0.1%
159010	1	< 0.1%
140620	1	< 0.1%
33873	1	< 0.1%
26623	1	< 0.1%

X44
Highly correlated

This variable is highly correlated with X43 and should be ignored for analysis

Correlation	0.9515052498

X45
Numeric

Distinct count	9498
Unique (%)	90.4%
Missing (%)	5.6%
Missing (n)	591
Infinite (%)	0.0%
Infinite (n)	0

Mean	17.45129671
Minimum	-74385
Maximum	113280
Zeros (%)	0.6%

Toggle details

Quantile statistics

Minimum	-74385
5-th percentile	-1.731395
Q1	0.0061574
Median	0.261265
Q3	0.9498025
95-th percentile	6.49789
Maximum	113280
Range	187665
Interquartile range	0.9436451

Descriptive statistics

Standard deviation	1720.342176
Coef of variation	98.57961876
Kurtosis	3358.343812
Mean	17.45129671
MAD	56.64222214
Skewness	39.39154083
Sum	172977.253
Variance	2959577.203
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	59	0.6%
1.454	4	< 0.1%
0.25768	3	< 0.1%
0.13753	3	< 0.1%
1.4062	3	< 0.1%
0.075463	3	< 0.1%
0.13056	3	< 0.1%
1.1575	3	< 0.1%
0.10994	3	< 0.1%
0.11816	3	< 0.1%
Other values (9487)	9825	93.5%
(Missing)	591	5.6%

Minimum 5 values

Value	Count	Frequency (%)
-74385	1	< 0.1%
-28810	1	< 0.1%
-3978	1	< 0.1%
-1010.4	1	< 0.1%
-1007.7	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
113280	1	< 0.1%
98924	1	< 0.1%
11077	1	< 0.1%
9692	1	< 0.1%
5585.2	1	< 0.1%

X46
Highly correlated

This variable is highly correlated with X4 and should be ignored for analysis

Correlation	0.9999329858

X47
Highly correlated

This variable is highly correlated with X32 and should be ignored for analysis

Correlation	0.9539983216

X48
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation	0.9269619262

X49
Highly correlated

This variable is highly correlated with X42 and should be ignored for analysis

Correlation	0.9954364121

X5
Numeric

Distinct count	10187
Unique (%)	97.0%
Missing (%)	0.2%
Missing (n)	25
Infinite (%)	0.0%
Infinite (n)	0

Mean	-1347.662372
Minimum	-11903000
Maximum	685440
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-11903000
5-th percentile	-336.996
Q1	-52.07075
Median	1.5793
Q3	56.084
95-th percentile	375.852
Maximum	685440
Range	12588440
Interquartile range	108.15475

Descriptive statistics

Standard deviation	118580.5692
Coef of variation	-87.98981977
Kurtosis	9693.32862
Mean	-1347.662372
MAD	3233.198039
Skewness	-96.85758242
Sum	-14120806.33
Variance	1.40613514e+10
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-202.45	3	< 0.1%
-101.88	3	< 0.1%
-32.222	3	< 0.1%
-169.23	3	< 0.1%
41.687	3	< 0.1%
-134.93	3	< 0.1%
13.226	3	< 0.1%
132.1	3	< 0.1%
108.97	3	< 0.1%
179.31	2	< 0.1%
Other values (10176)	10449	99.5%
(Missing)	25	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-11903000	1	< 0.1%
-1670200	1	< 0.1%
-1159500	1	< 0.1%
-668360	1	< 0.1%
-182370	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
685440	1	< 0.1%
683770	1	< 0.1%
90895	1	< 0.1%
86957	1	< 0.1%
69881	1	< 0.1%

X50
Highly correlated

This variable is highly correlated with X46 and should be ignored for analysis

Correlation	0.9987746586

X51
Highly correlated

This variable is highly correlated with X2 and should be ignored for analysis

Correlation	0.9986580653

X52
Highly correlated

This variable is highly correlated with X47 and should be ignored for analysis

Correlation	0.9145646266

X53
Highly correlated

This variable is highly correlated with X28 and should be ignored for analysis

Correlation	0.9406444007

X54
Highly correlated

This variable is highly correlated with X53 and should be ignored for analysis

Correlation	0.9459039454

X55
Numeric

Distinct count	10156
Unique (%)	96.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	6638.548617
Minimum	-751380
Maximum	3380500
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-751380
5-th percentile	-5483.14
Q1	14.621
Median	882.29
Q3	4348.9
95-th percentile	29327.9
Maximum	3380500
Range	4131880
Interquartile range	4334.279

Descriptive statistics

Standard deviation	59891.95797
Coef of variation	9.021845199
Kurtosis	1394.572277
Mean	6638.548617
MAD	12883.49392
Skewness	29.09865781
Sum	69724676.13
Variance	3587046630
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-751380. -328065. -112165. -48710. -28379. ... 133215. 208820. 381895. 1224000. 3380500.], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
11146	3	< 0.1%
-656	3	< 0.1%
6743.8	3	< 0.1%
333	3	< 0.1%
1829.8	3	< 0.1%
725	3	< 0.1%
1.6642	3	< 0.1%
2788	3	< 0.1%
633.47	2	< 0.1%
-851.84	2	< 0.1%
Other values (10146)	10475	99.7%

Minimum 5 values

Value	Count	Frequency (%)
-751380	1	< 0.1%
-669930	1	< 0.1%
-471440	1	< 0.1%
-420310	1	< 0.1%
-392140	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3380500	1	< 0.1%
2653200	1	< 0.1%
1273500	1	< 0.1%
1174500	1	< 0.1%
1108900	1	< 0.1%

X56
Numeric

Distinct count	9910
Unique (%)	94.4%
Missing (%)	0.4%
Missing (n)	43
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.5300819909
Minimum	-5691.7
Maximum	293.15
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-5691.7
5-th percentile	-0.1884815
Q1	0.005136925
Median	0.051765
Q3	0.13001
95-th percentile	0.3931835
Maximum	293.15
Range	5984.85
Interquartile range	0.124873075

Descriptive statistics

Standard deviation	55.97860837
Coef of variation	-105.6036789
Kurtosis	10218.44355
Mean	-0.5300819909
MAD	1.270971257
Skewness	-100.5592068
Sum	-5544.657624
Variance	3133.604595
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	96	0.9%
0.11114	4	< 0.1%
0.1095	4	< 0.1%
0.24415	3	< 0.1%
0.088751	3	< 0.1%
0.10146	3	< 0.1%
0.11999	3	< 0.1%
0.10365	3	< 0.1%
0.12686	3	< 0.1%
0.11525	3	< 0.1%
Other values (9899)	10335	98.4%
(Missing)	43	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-5691.7	1	< 0.1%
-529.35	1	< 0.1%
-76.561	1	< 0.1%
-57.937	1	< 0.1%
-45.752	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
293.15	1	< 0.1%
2.7633	1	< 0.1%
1.8226	1	< 0.1%
1.8201	1	< 0.1%
1	96	0.9%

X57
Numeric

Distinct count	9925
Unique (%)	94.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.01481700775
Minimum	-1667.3
Maximum	552.64
Zeros (%)	1.1%

Toggle details

Quantile statistics

Minimum	-1667.3
5-th percentile	-0.536242
Q1	0.00679645
Median	0.10688
Q3	0.27131
95-th percentile	0.860738
Maximum	552.64
Range	2219.94
Interquartile range	0.26451355

Descriptive statistics

Standard deviation	18.68404695
Coef of variation	-1260.986514
Kurtosis	6180.426065
Mean	-0.01481700775
MAD	0.873068845
Skewness	-63.74613198
Sum	-155.6230324
Variance	349.0936104
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-1667.3 -252.905 -20.682 -5.31585 -2.7129 ... 3.0111 6.0134 12.686 33.748 552.64 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	117	1.1%
0.12687	4	< 0.1%
0.1194	4	< 0.1%
0.16376	4	< 0.1%
0.17069	4	< 0.1%
0.14887	4	< 0.1%
2.5102	3	< 0.1%
0.13835	3	< 0.1%
0.0038935	3	< 0.1%
0.16622	3	< 0.1%
Other values (9915)	10354	98.6%

Minimum 5 values

Value	Count	Frequency (%)
-1667.3	1	< 0.1%
-267.45	1	< 0.1%
-238.36	1	< 0.1%
-177.85	1	< 0.1%
-155.42	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
552.64	1	< 0.1%
527.22	1	< 0.1%
106.34	1	< 0.1%
91.986	1	< 0.1%
85.308	1	< 0.1%

X58
Numeric

Distinct count	8281
Unique (%)	78.8%
Missing (%)	0.3%
Missing (n)	29
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.848794019
Minimum	-198.69
Maximum	18118
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-198.69
5-th percentile	0.61237
Q1	0.87556
Median	0.95306
Q3	0.9959275
95-th percentile	1.17887
Maximum	18118
Range	18316.69
Interquartile range	0.1203675

Descriptive statistics

Standard deviation	190.2012244
Coef of variation	49.41839534
Kurtosis	7952.729123
Mean	3.848794019
MAD	5.858020257
Skewness	85.99569633
Sum	40312.26855
Variance	36176.50576
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1.0009	9	0.1%
1.0099	7	0.1%
1.0144	7	0.1%
1.0161	7	0.1%
1.0007	6	0.1%
1.001	6	0.1%
1.0114	6	0.1%
1.0041	6	0.1%
1.0064	6	0.1%
1.0013	6	0.1%
Other values (8270)	10408	99.1%
(Missing)	29	0.3%

Minimum 5 values

Value	Count	Frequency (%)
-198.69	1	< 0.1%
-1.3281	1	< 0.1%
-1.1966	1	< 0.1%
-0.82258	1	< 0.1%
-0.42584	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
18118	1	< 0.1%
5693.7	1	< 0.1%
4048.6	1	< 0.1%
1192	1	< 0.1%
530.35	1	< 0.1%

X59
Numeric

Distinct count	5555
Unique (%)	52.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.429319469
Minimum	-172.07
Maximum	7617.3
Zeros (%)	45.1%

Toggle details

Quantile statistics

Minimum	-172.07
5-th percentile	0
Q1	0
Median	0.0029764
Q3	0.24032
95-th percentile	1.68365
Maximum	7617.3
Range	7789.37
Interquartile range	0.24032

Descriptive statistics

Standard deviation	77.27326983
Coef of variation	54.06297998
Kurtosis	9017.17576
Mean	1.429319469
MAD	2.814188813
Skewness	92.56802622
Sum	15012.14238
Variance	5971.158231
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[-1.72070e+02 -3.49495e+01 -1.36870e+01 -5.41625e+00 -2.27980e+00 ... 1.68405e+01 3.70875e+01 1.04795e+02 6.16130e+02 7.61730e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	4739	45.1%
0.1594	3	< 0.1%
0.20789	3	< 0.1%
0.35277	3	< 0.1%
0.04386	3	< 0.1%
0.15409	3	< 0.1%
0.17418	3	< 0.1%
0.19004	2	< 0.1%
0.73959	2	< 0.1%
0.00077458	2	< 0.1%
Other values (5545)	5740	54.7%

Minimum 5 values

Value	Count	Frequency (%)
-172.07	1	< 0.1%
-142.79	1	< 0.1%
-136.29	1	< 0.1%
-129.83	1	< 0.1%
-94.598	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7617.3	1	< 0.1%
1818	1	< 0.1%
853.09	1	< 0.1%
379.17	1	< 0.1%
373.54	1	< 0.1%

X6
Highly correlated

This variable is highly correlated with X38 and should be ignored for analysis

Correlation	0.9854792232

X60
Numeric

Distinct count	9256
Unique (%)	88.1%
Missing (%)	5.6%
Missing (n)	592
Infinite (%)	0.0%
Infinite (n)	0

Mean	571.3363093
Minimum	0
Maximum	3660200
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	2.35315
Q1	5.53315
Median	9.9521
Q3	20.936
95-th percentile	112.89
Maximum	3660200
Range	3660200
Interquartile range	15.40285

Descriptive statistics

Standard deviation	37159.67226
Coef of variation	65.03992771
Kurtosis	9496.457396
Mean	571.3363093
MAD	1080.112533
Skewness	96.55011193
Sum	5662514.162
Variance	1380841242
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	8	0.1%
11.895	4	< 0.1%
14.115	4	< 0.1%
11.983	4	< 0.1%
4.305	4	< 0.1%
11.398	4	< 0.1%
12.929	4	< 0.1%
12.594	4	< 0.1%
10.754	4	< 0.1%
10.669	3	< 0.1%
Other values (9245)	9868	94.0%
(Missing)	592	5.6%

Minimum 5 values

Value	Count	Frequency (%)
0	8	0.1%
0.0039847	1	< 0.1%
0.0065476	1	< 0.1%
0.013719	1	< 0.1%
0.068328	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3660200	1	< 0.1%
313280	1	< 0.1%
300530	1	< 0.1%
203500	1	< 0.1%
151730	1	< 0.1%

X61
Numeric

Distinct count	9709
Unique (%)	92.4%
Missing (%)	0.2%
Missing (n)	17
Infinite (%)	0.0%
Infinite (n)	0

Mean	13.93536123
Minimum	-6.5903
Maximum	4470.4
Zeros (%)	0.4%

Toggle details

Quantile statistics

Minimum	-6.5903
5-th percentile	2.162375
Q1	4.486075
Median	6.6773
Q3	10.5875
95-th percentile	32.51
Maximum	4470.4
Range	4476.9903
Interquartile range	6.101425

Descriptive statistics

Standard deviation	83.70410335
Coef of variation	6.006597313
Kurtosis	1675.570003
Mean	13.93536123
MAD	12.79085148
Skewness	37.13976548
Sum	146126.1979
Variance	7006.376918
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	42	0.4%
3.151	4	< 0.1%
6.3631	3	< 0.1%
3.3234	3	< 0.1%
11.151	3	< 0.1%
4.0288	3	< 0.1%
5.2098	3	< 0.1%
10.8	3	< 0.1%
10.104	3	< 0.1%
1.1786	3	< 0.1%
Other values (9698)	10416	99.2%
(Missing)	17	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-6.5903	1	< 0.1%
-0.014534	1	< 0.1%
0	42	0.4%
0.0014368	1	< 0.1%
0.0043006	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4470.4	1	< 0.1%
4246.7	1	< 0.1%
2999.5	1	< 0.1%
2322.6	1	< 0.1%
1975.2	1	< 0.1%

X62
Highly correlated

This variable is highly correlated with X30 and should be ignored for analysis

Correlation	0.9901782546

X63
Numeric

Distinct count	9768
Unique (%)	93.0%
Missing (%)	0.2%
Missing (n)	18
Infinite (%)	0.0%
Infinite (n)	0

Mean	9.095149362
Minimum	-0.00015622
Maximum	1974.5
Zeros (%)	0.4%

Toggle details

Quantile statistics

Minimum	-0.00015622
5-th percentile	1.15892
Q1	3.0628
Median	5.1392
Q3	8.8826
95-th percentile	23.5758
Maximum	1974.5
Range	1974.500156
Interquartile range	5.8198

Descriptive statistics

Standard deviation	31.41909643
Coef of variation	3.454489331
Kurtosis	1842.215297
Mean	9.095149362
MAD	7.303598173
Skewness	36.05340839
Sum	95362.64106
Variance	987.1596207
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	41	0.4%
7.5229	4	< 0.1%
3.647	4	< 0.1%
2.2312	4	< 0.1%
4.7634	3	< 0.1%
12.847	3	< 0.1%
19.846	3	< 0.1%
4.8937	3	< 0.1%
3.4077	3	< 0.1%
5.8743	3	< 0.1%
Other values (9757)	10414	99.2%
(Missing)	18	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-0.00015622	1	< 0.1%
0	41	0.4%
0.00034002	1	< 0.1%
0.00072732	1	< 0.1%
0.001016	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1974.5	1	< 0.1%
1266.2	1	< 0.1%
924.37	1	< 0.1%
740.73	1	< 0.1%
663.03	1	< 0.1%

X64
Numeric

Distinct count	9636
Unique (%)	91.7%
Missing (%)	2.2%
Missing (n)	228
Infinite (%)	0.0%
Infinite (n)	0

Mean	35.76680034
Minimum	-0.0001023
Maximum	21499
Zeros (%)	0.3%

Toggle details

Quantile statistics

Minimum	-0.0001023
5-th percentile	0.652106
Q1	2.02335
Median	4.0593
Q3	9.68275
95-th percentile	69.1188
Maximum	21499
Range	21499.0001
Interquartile range	7.6594

Descriptive statistics

Standard deviation	428.2983155
Coef of variation	11.97474505
Kurtosis	1221.818798
Mean	35.76680034
MAD	54.38299626
Skewness	31.96775366
Sum	367503.8735
Variance	183439.447
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	30	0.3%
1.101	4	< 0.1%
3.4389	3	< 0.1%
10.279	3	< 0.1%
2.841	3	< 0.1%
0.18894	3	< 0.1%
1.5547	3	< 0.1%
3.2394	3	< 0.1%
13.831	3	< 0.1%
2.7069	3	< 0.1%
Other values (9625)	10217	97.3%
(Missing)	228	2.2%

Minimum 5 values

Value	Count	Frequency (%)
-0.0001023	1	< 0.1%
0	30	0.3%
0.00017979	1	< 0.1%
0.00021924	2	< 0.1%
0.00027058	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
21499	1	< 0.1%
17902	1	< 0.1%
12569	1	< 0.1%
11738	1	< 0.1%
11496	1	< 0.1%

X7
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation	0.9446656615

X8
Highly correlated

This variable is highly correlated with X17 and should be ignored for analysis

Correlation	0.9991690446

X9
Numeric

Distinct count	8359
Unique (%)	79.6%
Missing (%)	< 0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.819254325
Minimum	-1.2157
Maximum	740.44
Zeros (%)	0.4%

Toggle details

Quantile statistics

Minimum	-1.2157
5-th percentile	0.5274885
Q1	1.011275
Median	1.199
Q3	2.0591
95-th percentile	4.10304
Maximum	740.44
Range	741.6557
Interquartile range	1.047825

Descriptive statistics

Standard deviation	7.581659053
Coef of variation	4.167454186
Kurtosis	8605.308567
Mean	1.819254325
MAD	1.042400707
Skewness	89.23915209
Sum	19102.17042
Variance	57.481554
Memory size	82.2 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	41	0.4%
1.081	9	0.1%
1.0055	7	0.1%
1.0095	7	0.1%
1.0161	7	0.1%
1.015	6	0.1%
1.0096	6	0.1%
1.0097	6	0.1%
1.0651	6	0.1%
1.0031	6	0.1%
Other values (8348)	10399	99.0%

Minimum 5 values

Value	Count	Frequency (%)
-1.2157	1	< 0.1%
-8.4465e-05	1	< 0.1%
0	41	0.4%
0.00015936	1	< 0.1%
0.00022299	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
740.44	1	< 0.1%
169.5	1	< 0.1%
63.482	1	< 0.1%
49.092	1	< 0.1%
45.01	1	< 0.1%

Y
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	10008
1	495

Toggle details

Value	Count	Frequency (%)
0	10008	95.3%
1	495	4.7%

First rows

	X1	X10	X11	X12	X13	X14	X15	X16	X17	X18	X19	X2	X20	X21	X22	X23	X24	X25	X26	X27	X28	X29	X3	X30	X31	X32	X33	X34	X35	X36	X37	X38	X39	X4	X40	X41	X42	X43	X44	X45	X46	X47	X48	X49	X5	X50	X51	X52	X53	X54	X55	X56	X57	X58	X59	X6	X60	X61	X62	X63	X64	X7	X8	X9
0	0.174190	0.46359	0.219460	0.531390	0.142330	0.219460	592.240	0.616300	2.4213	0.219460	0.122720	0.412990	37.573	0.99690	0.295100	0.097402	0.75641	0.46359	0.506690	1.97370	0.32417	5.9473	0.143710	0.224930	0.122720	100.8200	3.6203	0.71453	0.295100	1.80790	123140.0000	0.46359	0.165010	1.3480	0.212820	0.041124	0.165010	95.682	58.1090	0.946210	0.90221	44.941	0.260030	0.145400	-28.9820	1.3480	0.412990	0.276220	1.0457	1.0458	127280.0000	0.163960	0.375740	0.83604	0.000007	0.603830	9.7145	6.2813	84.2910	4.3303	4.0341	0.219460	1.12250	1.19610
1	0.146240	0.53962	0.175790	0.383170	0.126470	0.171850	829.460	0.440040	2.1721	0.171850	0.107280	0.460380	60.954	5.08890	0.175710	0.091295	NaN	0.17523	0.384420	44.59300	1.04860	4.0792	0.282300	0.243840	0.109740	105.0900	3.4733	3.38360	0.044076	1.60180	NaN	0.53962	0.027516	1.6294	0.164060	0.074333	0.109690	149.750	88.8010	0.546690	1.03300	62.678	0.144970	0.090503	2.5952	1.5874	0.448490	0.287910	2.0044	2.0044	3387.8000	0.027516	0.271000	0.90108	0.000000	0.000000	5.9882	4.1103	102.1900	3.5716	5.9500	0.171850	1.17210	1.60180
2	0.000595	0.67566	0.004572	0.020219	0.030966	0.004572	2094.100	0.174300	4.4225	0.004572	0.003592	0.226120	53.881	0.67451	0.040610	0.000468	0.23470	0.67566	0.156720	0.32153	1.71070	4.6220	0.488390	0.036196	0.003592	65.3450	5.5857	0.17960	0.040610	1.34250	NaN	0.67566	0.031907	3.1599	0.844690	0.098528	0.031907	150.130	96.2510	0.003168	2.32900	54.296	0.005769	0.004533	84.8740	3.1599	0.226120	0.179030	2.3667	2.3667	20453.0000	0.007639	0.000881	0.99236	0.000000	0.191140	6.7742	3.7922	64.8460	5.6287	4.4581	0.004572	2.98810	1.00770
3	0.024526	0.56453	0.024526	0.069747	0.036812	0.024526	3299.400	0.110630	2.3129	0.024526	0.018876	0.432360	86.317	0.62795	0.055446	0.018876	0.56944	0.56453	0.110630	0.44844	0.73869	4.2600	0.275460	0.286240	0.018876	103.8100	3.5161	0.12824	0.055446	1.30680	3.9624	0.64524	0.042673	1.7833	0.178260	0.180500	0.042673	158.550	72.2370	0.079819	0.90954	90.707	0.032141	0.024737	-10.1050	1.4504	0.351640	0.284400	1.5139	1.7303	5012.6000	0.048398	0.043445	0.95160	0.142980	0.569440	4.2286	5.0528	98.7830	3.6950	3.4844	0.024526	1.30570	1.05090
4	0.188290	0.58496	0.238810	0.633170	0.187800	0.233580	602.310	0.606000	2.4094	0.233580	0.174410	0.415040	140.860	1.20390	0.234930	0.140590	0.00000	0.57250	0.496870	44.94700	1.18530	4.6033	0.342310	0.306910	0.177840	122.0900	2.9897	2.65740	0.236350	1.33930	4.5490	0.62769	0.176480	1.9279	0.013769	0.054712	0.175420	192.450	51.5850	0.364290	0.52685	171.050	0.216990	0.162030	-58.2740	1.7136	0.368910	0.334490	2.0256	2.1735	13730.0000	0.176480	0.321880	0.82635	0.073039	0.000000	2.5912	7.0756	100.5400	3.6303	4.6375	0.233580	1.40940	1.33930
5	0.182060	0.44385	0.207660	0.341880	0.271630	0.182060	412.300	0.885280	1.7981	0.182060	0.100450	0.556150	43.168	1.27240	0.000000	0.100450	NaN	0.41600	0.885280	0.00000	2.21180	3.8104	0.321910	0.299260	0.228770	241.4100	1.5120	1.44780	0.029538	1.81260	49.0170	0.45691	0.016296	1.6045	0.185600	0.059746	0.000000	152.160	108.9900	0.849300	1.20190	97.177	-0.310280	-0.171190	16.3140	1.5364	0.532540	0.661400	3.0496	3.1393	2080.6000	0.555770	0.410190	0.46957	0.029421	0.000000	8.4553	3.3488	107.2400	3.4036	12.4540	0.182060	0.79808	1.81260
6	0.115030	0.96334	0.143500	17.183000	0.325330	0.142150	92.759	3.934900	27.2790	0.142150	0.320610	0.036659	19.801	0.82872	0.082265	0.259430	10.57300	0.96082	3.195000	61.21000	13.52600	4.3390	0.923450	-0.055356	0.322220	7.2995	50.0030	11.28400	0.029724	0.44339	58.9070	0.97875	0.067038	112.6300	108.440000	0.014485	0.185540	28.536	8.7355	4.782100	109.72000	21.224	0.080169	0.180810	55.5800	25.4160	0.008273	0.019999	14.1100	14.3360	20158.0000	0.067038	0.119400	0.75777	0.015995	0.000000	18.4330	41.7830	6.8102	53.5960	6.4942	0.142150	26.27900	0.44339
7	0.009832	0.32934	0.055717	0.023711	0.047491	0.013422	4359.100	0.083733	1.4911	0.013422	0.011351	0.670660	44.614	1.01300	0.046120	0.008315	0.00000	0.31050	0.078381	1.09040	0.45384	5.9673	0.135460	0.567170	0.011351	217.8100	1.7455	1.47330	0.233890	1.18250	11.7490	0.37675	0.197800	1.2393	0.462850	0.251590	0.039003	135.670	91.0580	0.068029	0.98398	53.392	0.003386	0.002863	-107.7300	1.0460	0.566060	0.572910	1.1034	1.2622	1.2393	0.197800	0.029854	0.83478	0.143940	-0.001401	8.1813	4.0084	174.7300	2.0889	3.9616	0.013422	0.49108	1.18250
8	0.238950	0.44527	0.330610	0.555530	0.131980	0.297140	657.950	0.554750	1.8027	0.297140	0.127430	0.554730	81.972	1.04670	0.330150	0.102480	NaN	0.43913	0.449850	9.86330	6.99830	3.9110	0.406970	0.202110	0.138360	97.4000	3.7474	3.61330	0.327320	2.33170	21.0650	0.46512	0.140380	1.7609	0.175070	0.054265	0.141590	132.770	50.8020	0.456300	0.78182	95.359	0.319550	0.137040	-22.9070	1.6978	0.534880	0.266850	7.6569	7.9983	3315.2000	0.140380	0.536630	0.87292	0.044584	0.000000	4.4527	7.1847	83.7270	4.3594	40.0970	0.297140	0.80268	2.33170
9	-0.119860	0.39267	-0.119860	-0.199300	0.011424	-0.119860	6467.900	0.056432	1.6466	-0.119860	-0.039953	0.607330	28.419	0.85800	0.000000	-0.039953	NaN	-0.52078	0.056432	NaN	0.11581	3.3322	0.041368	0.193860	-0.079906	99.4560	3.6700	3.63420	0.006949	3.00000	NaN	0.39267	0.002316	1.0688	0.079719	0.131340	0.000000	72.372	43.9530	-0.513150	0.68040	38.627	-0.154130	-0.051377	-37.5950	1.0584	0.601420	0.272480	1.0993	1.0993	88.8990	0.264280	-0.305250	0.73749	0.000000	-0.447970	12.8440	8.3043	73.1720	4.9883	8.3984	-0.119860	0.64655	3.00000

Last rows

	X1	X10	X11	X12	X13	X14	X15	X16	X17	X18	X19	X2	X20	X21	X22	X23	X24	X25	X26	X27	X28	X29	X3	X30	X31	X32	X33	X34	X35	X36	X37	X38	X39	X4	X40	X41	X42	X43	X44	X45	X46	X47	X48	X49	X5	X50	X51	X52	X53	X54	X55	X56	X57	X58	X59	X6	X60	X61	X62	X63	X64	X7	X8	X9	Y
10493	-0.019241	0.301190	0.005429	-0.103750	0.008448	-0.020521	19309.0	0.018903	1.4310	-0.020521	-0.013124	0.69881	23.8840	0.83444	0.005299	-0.012305	0.881190	0.058954	0.020735	0.20420	0.066695	4.9049	0.050157	0.44179	0.002692	46.979	7.9770	2.257900	0.026839	1.5636	0.37291	0.69174	0.017165	1.25360	0.051499	0.59682	0.003389	55.503	31.6190	-0.188050	0.73630	23.6690	-0.028432	-0.018183	-12.669	0.35483	0.19780	0.125360	0.40050	0.91982	4029.1	0.017165	-0.063883	1.02570	1.296700	0.000000	15.2820	11.5440	46.173	7.9051	2.0792	-0.020521	0.431000	1.56360	1
10494	-0.119170	0.255210	-0.119170	-0.189130	-0.010616	-0.119170	-5266.6	-0.069304	1.5328	-0.119170	-0.027979	0.65242	14.9820	0.85808	-0.111280	-0.027979	-0.119170	0.255210	-0.069304	NaN	-0.419880	4.2604	-0.267740	0.15017	-0.027979	52.248	6.9859	-0.170570	-0.111280	4.3126	8.39180	0.27755	-0.026128	0.57507	0.020598	-0.57453	-0.026128	29.939	14.9570	-0.681620	0.29760	14.4970	-0.185230	-0.043491	-36.828	0.55537	0.63008	0.143140	0.40023	0.43527	-4876.8	-0.033468	-0.466930	1.03350	0.087554	-0.119170	24.3620	24.4030	53.996	6.7597	6.6793	-0.119170	0.391170	0.96762	1
10495	0.062089	0.231590	0.097813	0.118470	0.042352	0.062089	2087.4	0.174860	1.3014	0.062089	0.019570	0.76841	15.8000	0.97968	0.097770	0.019570	0.079827	0.048840	0.174860	2.73680	-0.283320	4.3402	-0.188140	0.23785	0.026720	63.247	5.9065	4.028400	0.148120	3.1933	1.28570	0.38606	0.046686	0.64101	0.038358	0.15063	0.030817	36.336	20.5360	0.452100	0.30041	16.1940	0.025493	0.008035	-39.505	0.43718	0.52408	0.169300	0.34874	0.58136	-4118.0	0.046701	0.268100	0.96936	0.667000	0.000000	23.1010	17.7740	60.294	6.0537	4.7776	0.062089	0.301390	3.17260	1
10496	0.057519	0.200230	0.073025	0.112270	0.066119	0.073025	3337.1	0.109380	1.3515	0.073025	0.059659	0.73993	45.7990	0.71998	0.059742	0.046991	0.073025	0.200230	0.088422	NaN	0.790950	5.3920	0.154370	0.55752	0.059659	196.840	1.8543	0.080740	0.059742	1.3319	7.27910	0.28969	0.048807	1.23730	0.170450	0.35960	0.048807	206.930	161.1400	0.374500	1.00120	46.4780	0.051835	0.042347	-15.799	1.08770	0.65046	0.539280	1.02590	1.48430	38070.0	0.014604	0.287270	0.98540	0.446830	0.057519	7.9696	2.2652	193.960	1.8818	6.2717	0.073025	0.270600	1.01480	1
10497	0.003840	0.368060	0.008917	0.015724	0.057414	0.008917	3670.4	0.099444	1.5928	0.008917	0.008200	0.62783	112.1600	0.84458	0.026238	0.003532	0.008917	0.368060	0.091357	NaN	0.354380	4.7228	0.113260	0.57327	0.008200	181.640	2.0095	0.041791	0.026238	1.1854	5.70310	0.42877	0.024128	1.19970	0.014353	0.25881	0.024128	225.640	113.4800	0.011493	0.61052	107.0200	-0.027279	-0.025086	-74.437	1.08370	0.56712	0.497630	1.15160	1.34160	5983.0	-0.048013	0.010434	1.04800	0.164940	0.003840	3.2544	3.2163	190.360	1.9175	3.4024	0.008917	0.586250	0.95419	1
10498	0.002861	0.359170	0.002861	0.006178	0.018378	0.002861	2879.3	0.126770	1.7222	0.002861	0.000714	0.58067	9.5696	0.98388	0.026943	0.000714	0.002861	0.359170	0.126770	NaN	-0.294260	4.2857	-0.223860	0.14080	0.000714	42.707	8.5466	0.046400	0.026943	4.0103	1.14150	0.47675	0.006727	0.51658	0.068906	0.19542	0.006727	18.893	9.3232	0.027246	0.28983	9.6842	-0.043805	-0.010937	-31.866	0.41198	0.46309	0.117010	0.47211	0.62666	-4321.5	0.011834	0.007966	0.98817	0.327360	0.002861	38.1420	39.1500	42.202	8.6489	5.2646	0.002861	0.618550	1.01200	1
10499	-0.051968	0.370110	-0.034361	-0.273160	0.020928	-0.034361	6875.9	0.053084	1.8098	-0.034361	-0.024518	0.55254	25.1850	0.72732	-0.043590	-0.037080	-0.034361	0.370110	0.021220	NaN	0.202390	4.9622	0.147150	0.37641	-0.024518	31.023	11.7660	-0.078891	-0.043590	1.4780	0.41299	0.79685	-0.031103	2.16980	0.201130	0.90366	-0.031103	64.496	39.3100	-0.537390	1.40110	23.8490	-0.107280	-0.076549	12.748	0.49398	0.12579	0.084993	0.50905	1.09600	13488.0	-0.056037	-0.140410	1.05600	1.153000	-0.051968	14.4930	9.2851	32.761	11.1410	1.9276	-0.034361	0.669830	0.94694	1
10500	-0.135900	0.160460	-0.096703	-0.206160	-0.119880	-0.131860	-2324.0	-0.157060	1.1911	-0.131860	-0.119880	0.83954	58.1790	NaN	-0.097358	-0.123550	-0.131860	-0.275830	-0.161870	-2.76940	-0.486890	4.0926	-0.342010	0.75607	-0.091884	247.970	2.0074	1.529300	-0.111170	1.1871	0.93568	0.29110	-0.101070	0.46526	0.013770	-0.28744	-0.088512	95.821	37.6420	-0.775120	0.28790	49.8440	-0.097358	-0.088512	-145.310	0.35444	0.63957	0.498160	0.22843	0.41442	-4233.0	0.144120	-0.846930	0.85427	0.814200	-0.219120	6.2737	9.6966	212.230	1.7198	1.5659	-0.131860	0.191130	1.09990	1
10501	0.009423	0.495230	0.007700	0.015392	0.014470	0.007700	6789.0	0.053763	1.9989	0.007700	0.004143	0.50028	61.1650	0.75106	0.023370	0.005069	0.007700	0.495230	0.057206	NaN	1.098900	4.0116	0.261630	0.25728	0.004143	99.452	3.6701	0.046714	0.023370	1.8760	NaN	0.49523	0.012573	1.52300	0.046953	0.38640	0.012573	145.000	83.8390	0.030251	0.90036	61.9190	0.004173	0.002245	-10.158	1.52300	0.50028	0.272470	2.08000	2.08000	2686.9	0.012186	0.019027	0.98781	0.000000	0.009423	5.9675	4.3536	98.240	3.7154	7.8068	0.007700	0.989900	1.01230	1
10502	-0.001775	0.052245	0.059761	0.003119	0.011297	0.002565	14398.0	0.025350	1.0551	0.002565	0.001206	0.94780	48.3370	1.25140	0.051126	-0.000834	0.019433	0.014959	0.020771	0.89387	0.021433	3.1274	0.003729	0.44403	0.023633	144.560	2.5260	2.192100	0.050060	2.1373	4.34600	0.17755	0.023538	1.00450	0.015050	0.43524	0.024039	139.680	91.3410	-0.006301	0.35747	49.4790	0.029664	0.013948	-50.221	0.87175	0.82252	0.395890	0.30031	1.02060	5.0	0.023492	-0.033971	0.97208	2.398500	0.000000	7.5512	3.9960	141.160	2.5857	12.2250	0.002565	0.055122	2.12680	1

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows